{"id":"W2744054571","doi":"10.1016/j.ygyno.2017.08.006","title":"Neoadjuvant chemotherapy and chemotherapy cycle number: A national multicentre study","year":2017,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Public Health Ontario; University of Toronto; University Health Network; University of Manitoba; Princess Margaret Cancer Centre; Western University","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Medicine; Chemotherapy; Regimen; Internal medicine; Oncology; Ovarian cancer; Serous fluid; Chemotherapy regimen; Ovarian carcinoma; Stage (stratigraphy); Retrospective cohort study; Surgery; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591963,0.0006240377,0.00157126,0.0005881719,0.0007463049,0.001032439,0.0007345364,0.001063547,0.002683731],"category_scores_gemma":[0.004874492,0.0007538415,0.001660566,0.001897392,0.0006239177,0.001056583,0.0009553495,0.0007295715,0.0004102585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147737,"about_ca_system_score_gemma":0.001202177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481898,"about_ca_topic_score_gemma":0.01178334,"domain_scores_codex":[0.9981029,0.001002833,0.0001703464,0.000342432,0.0001719856,0.0002095169],"domain_scores_gemma":[0.9950004,0.001458885,0.002009432,0.0005260226,0.0003017197,0.0007034863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01973167,0.0006206275,0.974292,0.0001092464,0.001260397,0.0001539926,0.0002297948,0.0001643281,0.0005528505,0.00002867397,0.0002921037,0.002564254],"study_design_scores_gemma":[0.001478726,0.002032675,0.9945194,0.0000296555,0.0007988344,0.0002408786,0.000195733,0.0001872034,0.00005910295,0.00004231639,0.0003889711,0.00002656269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986595,0.0005368482,0.00007500699,0.00003980261,0.00001102271,0.00006224676,0.0003758915,0.000002843011,0.0002367686],"genre_scores_gemma":[0.9983801,0.0001966888,0.0001848298,0.0001202811,0.00001928112,0.00008974067,0.0007756446,0.000005943101,0.0002275888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006481898,"threshold_uncertainty_score":0.01288831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901957411004339,"score_gpt":0.3794712618092702,"score_spread":0.3504516876992268,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}